Raport YData Profiling

Dataset statistics

Number of variables	10
Number of observations	5000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	657.8 KiB
Average record size in memory	134.7 B

Variable types

Numeric	9
Categorical	1

Alerts

`PM10` is highly overall correlated with `PM2.5`	High correlation
`PM2.5` is highly overall correlated with `PM10`	High correlation
`SO2` has 169 (3.4%) zeros	Zeros
`Proximity_to_Industrial_Areas` has 60 (1.2%) zeros	Zeros

Reproduction

Analysis started	2024-12-02 21:35:18.978243
Analysis finished	2024-12-02 21:35:25.192385
Duration	6.21 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

Temperature
Real number (ℝ)

Distinct	331
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.46458

Minimum	3.5
Maximum	46.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	3.5
5-th percentile	16.9
Q1	21.8
median	25.3
Q3	28.9
95-th percentile	34.7
Maximum	46.2
Range	42.7
Interquartile range (IQR)	7.1

Descriptive statistics

Standard deviation	5.486219
Coefficient of variation (CV)	0.2154451
Kurtosis	0.60280894
Mean	25.46458
Median Absolute Deviation (MAD)	3.5
Skewness	0.23391162
Sum	127322.9
Variance	30.098599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.8	50	1.0%
26.7	48	1.0%
28	47	0.9%
22.7	47	0.9%
24.9	47	0.9%
25.4	47	0.9%
26.4	46	0.9%
24.8	46	0.9%
23.1	46	0.9%
25.5	46	0.9%
Other values (321)	4530	90.6%

Value	Count	Frequency (%)
3.5	1	< 0.1%
5.2	1	< 0.1%
5.3	1	< 0.1%
6.1	2	< 0.1%
7.5	1	< 0.1%
8.3	1	< 0.1%
8.5	1	< 0.1%
8.6	2	< 0.1%
9.2	1	< 0.1%
9.7	1	< 0.1%

Value	Count	Frequency (%)
46.2	1	< 0.1%
45.9	1	< 0.1%
45.8	2	< 0.1%
45.4	3	0.1%
45.2	1	< 0.1%
44.9	1	< 0.1%
44.7	2	< 0.1%
44.6	1	< 0.1%
44.2	2	< 0.1%
44.1	1	< 0.1%

Humidity
Real number (ℝ)

Distinct	724
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.06814

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	10
5-th percentile	34.9
Q1	49.9
median	60.2
Q3	70.1
95-th percentile	84.9
Maximum	100
Range	90
Interquartile range (IQR)	20.2

Descriptive statistics

Standard deviation	15.044806
Coefficient of variation (CV)	0.25046233
Kurtosis	-0.090625585
Mean	60.06814
Median Absolute Deviation (MAD)	10.1
Skewness	-0.039819814
Sum	300340.7
Variance	226.3462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58.3	23	0.5%
61	20	0.4%
57.3	20	0.4%
60.2	20	0.4%
61.6	20	0.4%
64.6	20	0.4%
100	19	0.4%
62.4	19	0.4%
66.2	19	0.4%
63.4	19	0.4%
Other values (714)	4801	96.0%

Value	Count	Frequency (%)
10	4	0.1%
13	1	< 0.1%
14.4	1	< 0.1%
15.4	1	< 0.1%
15.5	2	< 0.1%
16	1	< 0.1%
16.4	1	< 0.1%
17.4	1	< 0.1%
17.6	1	< 0.1%
17.9	1	< 0.1%

Value	Count	Frequency (%)
100	19	0.4%
99.8	2	< 0.1%
99.7	1	< 0.1%
99.4	1	< 0.1%
99.3	1	< 0.1%
99.2	2	< 0.1%
98.9	1	< 0.1%
98.6	1	< 0.1%
98.4	2	< 0.1%
97.9	2	< 0.1%

PM2.5
Real number (ℝ)

High correlation

Distinct	1008
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.90558

Minimum	0
Maximum	249
Zeros	9
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.5
Q1	8.5
median	20.6
Q3	41.5
95-th percentile	91.205
Maximum	249
Range	249
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	30.285899
Coefficient of variation (CV)	1.0127173
Kurtosis	5.8785757
Mean	29.90558
Median Absolute Deviation (MAD)	14.3
Skewness	2.0250291
Sum	149527.9
Variance	917.23568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	23	0.5%
2	21	0.4%
12.7	21	0.4%
8.4	20	0.4%
3.5	20	0.4%
2.6	20	0.4%
5.3	20	0.4%
1.3	20	0.4%
7.6	20	0.4%
1.9	20	0.4%
Other values (998)	4795	95.9%

Value	Count	Frequency (%)
0	9	0.2%
0.1	12	0.2%
0.2	15	0.3%
0.3	13	0.3%
0.4	19	0.4%
0.5	17	0.3%
0.6	19	0.4%
0.7	16	0.3%
0.8	19	0.4%
0.9	12	0.2%

Value	Count	Frequency (%)
249	1	< 0.1%
241.6	1	< 0.1%
223	1	< 0.1%
214.4	1	< 0.1%
214.3	1	< 0.1%
213.7	1	< 0.1%
212.8	1	< 0.1%
209.2	1	< 0.1%
204.3	1	< 0.1%
199.6	1	< 0.1%

PM10
Real number (ℝ)

High correlation

Distinct	1098
Distinct (%)	22.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.0037

Minimum	-1.4
Maximum	256.1
Zeros	0
Zeros (%)	0.0%
Negative	3
Negative (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-1.4
5-th percentile	9.195
Q1	18.9
median	31.1
Q3	51.5
95-th percentile	103.4
Maximum	256.1
Range	257.5
Interquartile range (IQR)	32.6

Descriptive statistics

Standard deviation	30.693124
Coefficient of variation (CV)	0.76725712
Kurtosis	5.4487277
Mean	40.0037
Median Absolute Deviation (MAD)	14.4
Skewness	1.9381335
Sum	200018.5
Variance	942.06785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.4	21	0.4%
14.3	21	0.4%
22	20	0.4%
21.7	20	0.4%
18.2	18	0.4%
17.8	18	0.4%
21.3	18	0.4%
18.3	18	0.4%
21.1	18	0.4%
14.5	16	0.3%
Other values (1088)	4812	96.2%

Value	Count	Frequency (%)
-1.4	1	< 0.1%
-1	1	< 0.1%
-0.7	1	< 0.1%
0.5	1	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
1	1	< 0.1%
1.5	1	< 0.1%
1.7	1	< 0.1%
1.8	3	0.1%

Value	Count	Frequency (%)
256.1	1	< 0.1%
239	1	< 0.1%
234	1	< 0.1%
228.5	1	< 0.1%
223.8	1	< 0.1%
223.2	1	< 0.1%
222.2	1	< 0.1%
219.3	1	< 0.1%
217	1	< 0.1%
214.6	1	< 0.1%

NO2
Real number (ℝ)

Distinct	598
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.00036

Minimum	-13.5
Maximum	96.4
Zeros	1
Zeros (%)	< 0.1%
Negative	102
Negative (%)	2.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	-13.5
5-th percentile	3.9
Q1	13.8
median	20.5
Q3	27.5
95-th percentile	38.805
Maximum	96.4
Range	109.9
Interquartile range (IQR)	13.7

Descriptive statistics

Standard deviation	11.30099
Coefficient of variation (CV)	0.53813315
Kurtosis	2.5606544
Mean	21.00036
Median Absolute Deviation (MAD)	6.8
Skewness	0.7506528
Sum	105001.8
Variance	127.71237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.4	30	0.6%
18.3	26	0.5%
14.6	26	0.5%
23.9	25	0.5%
15.7	25	0.5%
20.6	24	0.5%
21.2	24	0.5%
22.1	24	0.5%
23.6	24	0.5%
21.4	24	0.5%
Other values (588)	4748	95.0%

Value	Count	Frequency (%)
-13.5	1	< 0.1%
-11.7	1	< 0.1%
-11.5	1	< 0.1%
-11.3	1	< 0.1%
-10.4	1	< 0.1%
-9.4	1	< 0.1%
-9.1	1	< 0.1%
-9	1	< 0.1%
-8.5	1	< 0.1%
-8.2	1	< 0.1%

Value	Count	Frequency (%)
96.4	1	< 0.1%
88	1	< 0.1%
86.1	1	< 0.1%
81.8	1	< 0.1%
80.3	1	< 0.1%
79.4	1	< 0.1%
77.5	1	< 0.1%
76.7	1	< 0.1%
75.9	1	< 0.1%
75.7	1	< 0.1%

SO2
Real number (ℝ)

Zeros

Distinct	360
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.14106

Minimum	0
Maximum	41.7
Zeros	169
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.6
Q1	9.9
median	15.1
Q3	20.4
95-th percentile	27.7
Maximum	41.7
Range	41.7
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	7.6684659
Coefficient of variation (CV)	0.50646823
Kurtosis	-0.27597557
Mean	15.14106
Median Absolute Deviation (MAD)	5.3
Skewness	0.094924674
Sum	75705.3
Variance	58.805369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	169	3.4%
14	35	0.7%
16.2	33	0.7%
11.5	32	0.6%
11.1	31	0.6%
11.6	31	0.6%
16.6	31	0.6%
14.9	31	0.6%
12.2	31	0.6%
14.3	31	0.6%
Other values (350)	4545	90.9%

Value	Count	Frequency (%)
0	169	3.4%
0.1	1	< 0.1%
0.2	7	0.1%
0.3	5	0.1%
0.4	4	0.1%
0.5	5	0.1%
0.6	5	0.1%
0.7	4	0.1%
0.8	6	0.1%
0.9	7	0.1%

Value	Count	Frequency (%)
41.7	1	< 0.1%
41	1	< 0.1%
39.8	1	< 0.1%
39.3	1	< 0.1%
38.9	1	< 0.1%
38.6	1	< 0.1%
38.4	3	0.1%
38.3	1	< 0.1%
38.2	1	< 0.1%
38	1	< 0.1%

CO
Real number (ℝ)

Distinct	186
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.904314

Minimum	-0.08
Maximum	2.14
Zeros	1
Zeros (%)	< 0.1%
Negative	8
Negative (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-0.08
5-th percentile	0.42
Q1	0.7
median	0.905
Q3	1.1
95-th percentile	1.39
Maximum	2.14
Range	2.22
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.29784014
Coefficient of variation (CV)	0.32935479
Kurtosis	0.019793885
Mean	0.904314
Median Absolute Deviation (MAD)	0.205
Skewness	-0.011361633
Sum	4521.57
Variance	0.088708751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.81	86	1.7%
0.88	79	1.6%
1.09	79	1.6%
0.84	76	1.5%
1.01	75	1.5%
0.93	75	1.5%
0.87	73	1.5%
1	72	1.4%
0.86	71	1.4%
0.95	69	1.4%
Other values (176)	4245	84.9%

Value	Count	Frequency (%)
-0.08	1	< 0.1%
-0.07	2	< 0.1%
-0.05	2	< 0.1%
-0.03	2	< 0.1%
-0.02	1	< 0.1%
0	1	< 0.1%
0.01	1	< 0.1%
0.02	1	< 0.1%
0.03	1	< 0.1%
0.05	1	< 0.1%

Value	Count	Frequency (%)
2.14	1	< 0.1%
1.9	1	< 0.1%
1.87	1	< 0.1%
1.82	1	< 0.1%
1.81	1	< 0.1%
1.8	2	< 0.1%
1.79	1	< 0.1%
1.78	1	< 0.1%
1.77	1	< 0.1%
1.76	1	< 0.1%

Proximity_to_Industrial_Areas
Real number (ℝ)

Zeros

Distinct	263
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.03188

Minimum	0
Maximum	46.3
Zeros	60
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.295
Q1	1.5
median	3.5
Q3	6.9
95-th percentile	15.105
Maximum	46.3
Range	46.3
Interquartile range (IQR)	5.4

Descriptive statistics

Standard deviation	5.0103521
Coefficient of variation (CV)	0.9957217
Kurtosis	5.6367404
Mean	5.03188
Median Absolute Deviation (MAD)	2.4
Skewness	1.9826731
Sum	25159.4
Variance	25.103628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	98	2.0%
0.3	97	1.9%
0.1	92	1.8%
0.5	89	1.8%
0.7	89	1.8%
0.8	87	1.7%
0.4	83	1.7%
0.6	82	1.6%
1	82	1.6%
1.6	78	1.6%
Other values (253)	4123	82.5%

Value	Count	Frequency (%)
0	60	1.2%
0.1	92	1.8%
0.2	98	2.0%
0.3	97	1.9%
0.4	83	1.7%
0.5	89	1.8%
0.6	82	1.6%
0.7	89	1.8%
0.8	87	1.7%
0.9	67	1.3%

Value	Count	Frequency (%)
46.3	1	< 0.1%
39.7	1	< 0.1%
38.5	1	< 0.1%
38	1	< 0.1%
35.5	1	< 0.1%
34.4	1	< 0.1%
33.2	1	< 0.1%
31.4	1	< 0.1%
29.8	1	< 0.1%
28.7	1	< 0.1%

Population_Density
Real number (ℝ)

Distinct	108
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	299.9482

Minimum	243
Maximum	358
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	243
5-th percentile	272
Q1	288
median	300
Q3	311
95-th percentile	329
Maximum	358
Range	115
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	17.215133
Coefficient of variation (CV)	0.057393685
Kurtosis	-0.099207536
Mean	299.9482
Median Absolute Deviation (MAD)	12
Skewness	0.056287035
Sum	1499741
Variance	296.36079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
307	124	2.5%
293	123	2.5%
303	121	2.4%
294	121	2.4%
296	118	2.4%
291	118	2.4%
305	116	2.3%
302	115	2.3%
309	111	2.2%
298	109	2.2%
Other values (98)	3824	76.5%

Value	Count	Frequency (%)
243	1	< 0.1%
247	1	< 0.1%
249	1	< 0.1%
250	2	< 0.1%
251	2	< 0.1%
252	1	< 0.1%
253	2	< 0.1%
254	2	< 0.1%
255	2	< 0.1%
256	4	0.1%

Value	Count	Frequency (%)
358	1	< 0.1%
357	3	0.1%
356	1	< 0.1%
355	1	< 0.1%
353	1	< 0.1%
352	3	0.1%
350	1	< 0.1%
349	2	< 0.1%
346	3	0.1%
345	3	0.1%

Air Quality
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	306.3 KiB

Good	2000
Moderate	1500
Poor	1000
Hazardous	500

Length

Max length	9
Median length	4
Mean length	5.7
Min length	4

Characters and Unicode

Total characters	28500
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hazardous
2nd row	Good
3rd row	Good
4th row	Poor
5th row	Poor

Common Values

Value	Count	Frequency (%)
Good	2000	40.0%
Moderate	1500	30.0%
Poor	1000	20.0%
Hazardous	500	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
good	2000	40.0%
moderate	1500	30.0%
poor	1000	20.0%
hazardous	500	10.0%

Most occurring characters

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23500	82.5%
Uppercase Letter	5000	17.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	8000	34.0%
d	4000	17.0%
e	3000	12.8%
r	3000	12.8%
a	2500	10.6%
t	1500	6.4%
z	500	2.1%
u	500	2.1%
s	500	2.1%

Uppercase Letter

Value	Count	Frequency (%)
G	2000	40.0%
M	1500	30.0%
P	1000	20.0%
H	500	10.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28500	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

	Air Quality	CO	Humidity	NO2	PM10	PM2.5	Population_Density	Proximity_to_Industrial_Areas	SO2	Temperature
Air Quality	1.000	0.014	0.000	0.009	0.000	0.000	0.000	0.000	0.006	0.004
CO	0.014	1.000	-0.018	0.013	-0.003	0.005	-0.015	-0.024	0.014	0.018
Humidity	0.000	-0.018	1.000	0.003	-0.004	-0.010	-0.010	0.002	-0.023	-0.017
NO2	0.009	0.013	0.003	1.000	-0.003	0.000	-0.028	-0.003	0.005	-0.022
PM10	0.000	-0.003	-0.004	-0.003	1.000	0.960	-0.006	-0.023	-0.032	-0.010
PM2.5	0.000	0.005	-0.010	0.000	0.960	1.000	-0.006	-0.020	-0.026	-0.001
Population_Density	0.000	-0.015	-0.010	-0.028	-0.006	-0.006	1.000	-0.010	0.001	0.017
Proximity_to_Industrial_Areas	0.000	-0.024	0.002	-0.003	-0.023	-0.020	-0.010	1.000	-0.010	0.001
SO2	0.006	0.014	-0.023	0.005	-0.032	-0.026	0.001	-0.010	1.000	0.013
Temperature	0.004	0.018	-0.017	-0.022	-0.010	-0.001	0.017	0.001	0.013	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Temperature	Humidity	PM2.5	PM10	NO2	SO2	CO	Proximity_to_Industrial_Areas	Population_Density	Air Quality
0	27.2	51.7	35.1	46.2	26.7	32.2	0.98	11.2	314	Hazardous
1	26.3	59.3	1.0	6.2	38.3	20.4	0.68	13.5	298	Good
2	27.9	73.2	20.0	39.4	19.6	5.8	0.95	5.4	309	Good
3	23.9	51.9	14.7	24.3	5.2	12.6	1.24	4.5	282	Poor
4	25.2	59.0	26.3	30.9	26.8	13.5	1.06	5.6	293	Poor
5	22.7	61.4	4.3	3.2	11.1	21.0	0.59	5.6	290	Good
6	31.2	67.9	49.6	62.4	26.2	14.3	1.47	4.0	313	Good
7	25.1	56.9	36.8	58.7	20.4	20.4	0.82	0.4	300	Poor
8	35.7	75.4	101.7	115.4	36.9	2.1	1.03	2.4	295	Moderate
9	24.3	61.6	0.2	15.1	26.1	17.0	0.64	1.7	311	Moderate

	Temperature	Humidity	PM2.5	PM10	NO2	SO2	CO	Proximity_to_Industrial_Areas	Population_Density	Air Quality
4990	28.5	45.6	8.9	23.9	7.7	6.2	0.50	0.4	301	Good
4991	32.6	77.5	23.3	32.3	13.3	11.8	1.17	8.5	311	Good
4992	18.5	87.1	23.8	31.6	23.1	8.0	1.02	6.6	275	Good
4993	22.5	63.2	100.4	118.1	33.4	7.9	0.53	1.6	310	Poor
4994	27.2	50.6	65.5	73.5	11.5	24.9	0.96	6.0	285	Good
4995	29.3	36.8	80.3	90.9	9.2	14.1	0.97	10.2	287	Moderate
4996	15.7	51.7	0.7	11.4	40.5	13.8	1.07	4.2	320	Good
4997	27.8	48.1	8.9	16.4	8.6	17.7	0.54	0.3	302	Moderate
4998	30.4	50.4	2.2	18.8	13.1	22.3	0.94	6.7	308	Moderate
4999	21.5	76.5	45.0	58.0	37.9	0.0	0.96	0.2	290	Hazardous

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample